ML Framework
Self-made Machine Learning Framework
Author: Alexander Loginov
Links: LinkedIn Telegram
Neural Network Basics
(Directory: nn_basics)
basic_neuron.py
Activation functions:
- step
- sigmoid
logical_operations.py
Based on basic_neuron.py
- NOT
- AND
- OR
- XOR
Neural Network Framework from Scratch
layer.py
Layers
activation.py
Activation functions
loss.py
Loss functions
metric.py
Metrics
data.py
Datasets and Visualisations